Agent Observability
Real-time visibility into AI agent decisions, costs, and outcomes.
What is Agent Observability?
Agent observability is the operational visibility into multi-agent systems: which agent made which decision, what context it used, how much it cost, what tools it called, what handoffs occurred. LeafMesh provides built-in observability with dashboards and OpenTelemetry export, so operations teams can debug, optimize, and audit agent behavior.
Related concepts
AI GovernanceAudit Trail
Looking for the agent operations fabric?
LeafMesh ADK is the production runtime for the concepts defined here.
More definitions
AgentOpsVendor-Agnostic AIAgent Operations FabricAI Agent OrchestrationAutonomous AIAgentic AIMulti-Agent SystemAI Control PlaneAgent Development Kit (ADK)Human-in-the-Loop (HITL)AI GovernanceShared Memory (Agent Context)YAML-First ConfigurationEscalation RoutingVendor-Agnostic AILLM OrchestrationAgentOpsAgent Operations Platform